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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "Only let them in with …" 886 comments · Page 17 of 36
She probably defrauded Canadian Immigration to come to Canada…. What makes you think she’s here to protect Canada!? 😂 This is like letting bacterial infections make decisions for the health of the host!
She probably defrauded Canadian Immigration to come to Canada…. What makes you think she’s here to protect Canada!? 😂 This is like letting bacterial infections make decisions for the health of the host!
Identity Attack0.16587129
Insult0.19500497
Profanity0.019622196
Threat0.008194493
Severe Toxicity0.006828308
Low Tox 0.2854869 Low Con 0.225 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
Let’s be real here. This is just immigrant’s offspring getting mad at current immigrants! Well. Now you know how my ancestors felt, it’s a pity I won’t know this feeling.. but your children will know …
Let’s be real here. This is just immigrant’s offspring getting mad at current immigrants! Well. Now you know how my ancestors felt, it’s a pity I won’t know this feeling.. but your children will know poverty because of this. XD. I can’t wait
Identity Attack0.2839175
Insult0.10587067
Profanity0.059948977
Threat0.01101667
Severe Toxicity0.009422302
Low Tox 0.2854869 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
SAAR PLEASE LET ME INTO YOUR COUNTRY SAAR
Identity Attack0.23163283
Insult0.0654725
Profanity0.0838743
Threat0.021472665
Severe Toxicity0.020127986
Low Tox 0.28548008 Low Con 0.249 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Bye, don’t let the door hit you in the a$$ on your way out!!!
Bye, don’t let the door hit you in the a$$ on your way out!!!
Identity Attack0.00776955
Insult0.06424874
Profanity0.05543986
Threat0.24878941
Severe Toxicity0.0128976675
Low Tox 0.28547668 Low Con 0.277 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, …
Immigration is a scam. There's very little, if any, economic benefit from immigration, and what benefit there is has been shown to almost always be captured by those who hired immigrants and the immigrants themselves, while passing on all the economic, social, and environmental burdens to our poor communities. Let's face it, immigration is a transfer of money from labor to capital it's about 3 things: profit, power, and punishment. We need to have an immigration moratorium. We also need to focus on re-migration for those who do not assimilate. Of course, none of this will happen until immigration becomes a problem for those at the top who have been pushing it down our throats for decades.
Identity Attack0.24462871
Insult0.16795322
Profanity0.04366605
Threat0.00899713
Severe Toxicity0.00831604
Low Tox 0.28547668 Constructive 0.591 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm sick and tired of this false right wing narrative that the Trudeau Lib party let in all the Indians. I lived in Brampton until 2005 and white flight started well before that. It's been …
I'm sick and tired of this false right wing narrative that the Trudeau Lib party let in all the Indians. I lived in Brampton until 2005 and white flight started well before that. It's been called Bramledesh for longer than I can remember. Trudeau wasn't PM until 2016.
Identity Attack0.22631748
Insult0.20901857
Profanity0.02385794
Threat0.0084793
Severe Toxicity0.005607605
Low Tox 0.28547668 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Send them all out of here, and get rid of what Trudeau let in
Send them all out of here, and get rid of what Trudeau let in
Identity Attack0.08666438
Insult0.0817555
Profanity0.020646973
Threat0.27637172
Severe Toxicity0.012130737
Low Tox 0.2854699 Low Con 0.181
Jan 7, 2026 Migrants cross into Canada near …
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents …
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents born here and they are the one that built this country and some of these immigrants are trying to destroy US and OUR COUNTRY, If you come here it is fine but leave according our rules and our freedom us Canadian with respect, Let s wake up Born here French Canadian bilingual I have been working for my country 50 years and cannot ge unemployment......the F.......system is fuck up Let s save our Country. God Bless us Canadian and Canada
Identity Attack0.2869935
Insult0.16861114
Profanity0.028640235
Threat0.010680079
Severe Toxicity0.012435913
Low Tox 0.2853768 Constructive 0.715 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
They have let in 10 million in the past decade…taking away 15k a year is a slap in the face.
Identity Attack0.016862517
Insult0.082866095
Profanity0.04491858
Threat0.34804323
Severe Toxicity0.012207031
Low Tox 0.2853768 Moderate Con 0.34
Jan 3, 2026 301 likes New rules, regulations take effect …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
As an Indian, I agree with my fellow Canadians. If you are coming to a foreign country, you need to follow its rules. But let's also not forget the brits massacred natives in America and …
As an Indian, I agree with my fellow Canadians. If you are coming to a foreign country, you need to follow its rules. But let's also not forget the brits massacred natives in America and Australia xd
Identity Attack0.33352965
Insult0.071433455
Profanity0.050680235
Threat0.1329628
Severe Toxicity0.0118255615
Low Tox 0.28312725 Constructive 0.683 Identity_Assertion
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Identity Attack0.27798235
Insult0.107333586
Profanity0.019963788
Threat0.009023022
Severe Toxicity0.0060653687
Low Tox 0.28312725 Moderate Con 0.35 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take …
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take over countries. Wake up and pay attention to the last 10 years history of England, France, Germany etc concerning immigrants coming in and how it changed their Whole Countries.. And NOT FOR THE BETTER!!!Canada will be worse off because no one stands up for Canada's values and history. It's just"sorry, ok you can do that", oh am I infringing on your rights/ beliefs from another country.. Than let me change how everything is done here to accommodate you so you will be happy. Let me take away all the customs Canadians were brought up with because it might offend you. Now, you can take over our country. That's the beginning.
Identity Attack0.22458547
Insult0.21135417
Profanity0.026590679
Threat0.010239923
Severe Toxicity0.010070801
Low Tox 0.28312725 Constructive 0.554
Oct 2, 2025 2 likes IRCC Names India in Study …
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians …
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians who are in Brampton say they're Canadian but only live within their communities and try to change the Canadian culture, and it's not right.
Identity Attack0.33352965
Insult0.1087965
Profanity0.026317406
Threat0.008285114
Severe Toxicity0.00869751
Low Tox 0.2820025 Constructive 0.701 Policy_Critique
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
Let’s replace with European rufugees😅😅😅
Let’s replace with European rufugees😅😅😅
Identity Attack0.2831485
Insult0.06652143
Profanity0.045670103
Threat0.015947454
Severe Toxicity0.014511578
Low Tox 0.28087774 Low Con 0.121 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Bringing over migrants to buff their votes. They love letting noncanadians into elections
Identity Attack0.28883415
Insult0.1087965
Profanity0.023994578
Threat0.010395273
Severe Toxicity0.006904602
Low Tox 0.28087774 Low Con 0.163 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same …
I live in brampton, and it is actually wild. Every single business has been bought and turned indian. Go to Walmart, im.the only white guy. I have nothing against indian. I would feel the same if it was any race , including white people. There should be diversity it should just be equal. They let way to many people into canada way to easy
Identity Attack0.34000012
Insult0.06774519
Profanity0.05268429
Threat0.009592636
Severe Toxicity0.009918213
Low Tox 0.27750343 Constructive 0.591 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽‍♂️🤦🏻‍♂️🤦🏽‍♂️🤷🏻‍♂️🤷🏻
Identity Attack0.28034934
Insult0.082619295
Profanity0.028230323
Threat0.012130005
Severe Toxicity0.011749268
Low Tox 0.27750343 Low Con 0.235 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false …
I have nothing against Indians or Punjabis. Every culture has its good and not so good. The biggest issue is the Indian government warned that Canada is taking in many scammers and criminals with false documents and Canada not only made them welcome but also let them enter politics, police, government positions many with just PR and not even citizenship holders. How can an India citizen with Canadian Residency work as a customs officer or police with no Canadian citizenship?
Identity Attack0.28622448
Insult0.1640896
Profanity0.02119352
Threat0.0074306927
Severe Toxicity0.0064086914
Low Tox 0.27525392 Constructive 0.726 Policy_Critique
Jan 27, 2026 160 likes Inside Canada's Indian Invasion...
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
Identity Attack0.04822223
Insult0.24630153
Profanity0.02249157
Threat0.008168601
Severe Toxicity0.0051879883
Low Tox 0.27525392 Low Con 0.166 Comparative_Framing
Dec 26, 2025 Deportations From Canada at Their …
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to …
You forgot to talk about the "diploma mills" problem. Many of them are not qualified and must be sent back. Just because a corrupt government lets you in, it doesn't give you the right to take advantage of the people living there.
Identity Attack0.01274247
Insult0.26395
Profanity0.019690514
Threat0.008531082
Severe Toxicity0.0031089783
Low Tox 0.27525392 Moderate Con 0.449
Dec 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Identity Attack0.28883415
Insult0.070799805
Profanity0.015932998
Threat0.11922921
Severe Toxicity0.009536743
Low Tox 0.27412915 Low Con 0.257 Policy_Critique
Sep 8, 2025 5 likes Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.